24 search results - page 1 / 5 » Efficient evolution of ART neural networks |
95
Voted
CEC
2008
IEEE
15 years 8 days ago
2008
IEEE
Abstract-- Genetic algorithms have been used to evolve several neural network architectures. In a previous effort, we introduced the evolution of three well known ART architects; F...
102
Voted
TNN
2010
14 years 5 months ago
2010
In this paper, we present the evolution of adaptive resonance theory (ART) neural network architectures (classifiers) using a multiobjective optimization approach. In particular, w...
75
Voted
EVOW
2009
Springer
15 years 2 months ago
2009
Springer
In this paper the node-level decision unit of a self-learning anomaly detection mechanism for office monitoring with wireless sensor nodes is presented. The node-level decision uni...
99
Voted
ACSC
2005
IEEE
15 years 3 months ago
2005
IEEE
The global dynamics of automata networks (such as neural networks) are a function of their topology and the choice of automata used. Evolutionary methods can be applied to the opt...
ESANN
2006
14 years 11 months ago
2006
The purpose of this study is to identify the Hierarchical Wavelet Neural Networks (HWNN) and select important input features for each sub-wavelet neural network automatically. Base...